%reload_ext autoreload
%autoreload 2
from data_preprocessing import *
/Users/gracengu/opt/anaconda3/envs/cs5228_hdb/lib/python3.7/site-packages/geopandas/_compat.py:115: UserWarning: The Shapely GEOS version (3.11.1-CAPI-1.17.1) is incompatible with the GEOS version PyGEOS was compiled with (3.10.4-CAPI-1.16.2). Conversions between both will be slow.
# Read train and test data
train_df = pd.read_csv(DATAPREPROCESSING_DIRECTORY+"merge_hdbtrainstpop_train.csv")
test_df = pd.read_csv(DATAPREPROCESSING_DIRECTORY+"merge_hdbtrainstpop_test.csv")
sns.pairplot(train_df)
plt.show()